Career in M Tech Image Processing

Career in M Tech Image Processing

A Career in M Tech Image Processing – Internet has widened the horizon of the usage of several applications for processing images and videos. Lot of images and videos are being shared and uploaded in the internet. The easy transfer of data across the devices also has increased the requirements of users for more sophisticated applications. Now-a-days, it is very much easy for anyone to capture a video or an image with the help of mobile devices. Tagging of images in the videos, image search, etc. has increased the need of image processing applications. Huge amount of data is being pushed to the internet by individuals as well as organizations. Because of all these reasons, the area of digital image processing, computer vision and multimedia has a promising future. If you are looking for a bright career after M Tech, there are wide opportunities for you to work in the industry or in research or in academia.

Satellite image processing is also an interesting area of research with the applications including national security. Several other areas of applications include Medical Imaging, search engines, home security, etc. Image processing is also applied in Robotics.

Academics

Most of the universities and IITS / NITs offer core courses in Digital Image Processing, Signal Processing, Video Processing, and Computer Vision with the necessary background covered in mathematical courses as part of M Tech Image Processing. If your passion is to teach, then I would recommend doing a good project as part of M Tech, find out an internship possibility in the area of interest. It is better to pursue teaching job after M Tech by doing parallel research. This article can help you to choose the best option as career after your M Tech in Image Processing.

Digital Image processing is primarily concerned with the changes and transformations to be made on the image. The computer vision is mainly for the 3D – 2D world. Both require strong fundamentals in algorithms. If you are looking for a teaching job as career after M Tech, then you would need a sound base in the mathematical and algorithmic topics. You may also need analytical and development skills if your plan is to look for an industrial job as career after M Tech. Usually the preferred programming language is C/C++/Python/Matlab.

Here are some of the research areas you can pursue if you are interested in taking up research as a career after M Tech. Getting a job in doing research after M Tech is now-a-days possible in various centrally funded institutions. Most of the central government institutions have funded projects associated with the department.

Robotics

Signal processing

Pattern recognition

Control theory

Artificial intelligence

Face Recognition

Image Deblurring and Dehazing

Underwater Imaging

Depth Estimation of Dynamic Scenes

Compressed Imaging

Rolling-shutter cameras

Image Splicing

Aerial Imaging

Depth from Motion Blur

Image and Video Matting

3D Geometry In-painting

HDR using Handheld Camera

Geographic Information Systems

Remote Sensing

Satellite Image Processing

Mineral Systems Studies and Mineral Exploration

Environmental Pollution Studies

Hydro-geology and Environmental Assessment and Monitoring

Atmospheric Science Data Analysis

Remote sensing of Cryosphere Components

Underwater microscopic shape from focus

De-skewing of underwater images

Motion estimation in compressed imaging

Image and Video Matting

Image De-hazing

Colour Based Tracking

There are several emerging applications being developed in the above research areas. In the present age, space research and applications is gaining importance. Research in above areas is promising for the future because of the growing demand and need of image processing in several applications in the day today life of common man. With a wide range of opportunities and focused areas in research and industry, you can certainly find a bright future prospects in your career in M Tech Image Processing

On the other hand, if you are looking for an industrial job as a career in M Tech Image Processing, here are some skills you would require:

Experience in:

Video / image processing or analytics/ computer vision OR

Building algorithm

Module development for the applications and systems

Morphological operations

Pattern Recognition systems

Hands on experience in working with real time computer vision systems.

Strong programming skills in C/C++/C#/Python

Good experience in Matlab / OpenCV

Good experience in 3D Vision using Depth sensors

Exposure to Image Processing Apps on Mobile Platforms

Hands on skills in Deep Learning

Hands on skills in Hyper spectral Imaging

Augmented Reality experience is a big plus

Expected Roles & responsibilities: –

Conceptualize, design and product delivery

Sustenance delivery – based on the standards defined in a particular technology

Understand the up-gradation of work with new technologies for client requirement satisfaction

System architecture review and deliverable design

Understanding of the domain and technology

Gathering of requirement specification from the clients and connecting it with the technology and domain

Training for the team for ensuring the demand of man power is met.

Mitigate the delivery risks

Skills expected

Matlab

Simulink

Algorithm Porting and Optimisation

Medical Imaging

Some of the companies that offer jobs in Image Processing are

Samsung

HCL Technologies

NVIDIA

BOSCH

Intel

Qualcomm

AtoS

KPIT

TechMahindra

SIEMENS

More companies that offer job for M Tech in Image Processing can be found here.